Title :
Instanton method of post-error-correction analytical evaluation
Author :
Chernyak, Vladimir ; Chertkov, Misha ; Stepanov, Misha ; Vasic, Bane
Author_Institution :
Corning Inc., NY, USA
Abstract :
We present a theoretical tool for evaluation of error code performance on graphs. The method is known under the name of instanton calculus and is common in theoretical physics. We introduce the instanton calculus for linear block codes, and give a closed form expression for the bit error rate for a class of codes whose graphical model is approximated locally by a tree.
Keywords :
block codes; error correction codes; error statistics; linear codes; tree codes; bit error rate; closed form expression; error code performance; error correction; instanton calculus; linear block codes; tree graphical model; Bit error rate; Block codes; Calculus; Graphical models; Iterative algorithms; Iterative decoding; Parity check codes; Performance analysis; Physics; Tree graphs;
Conference_Titel :
Information Theory Workshop, 2004. IEEE
Print_ISBN :
0-7803-8720-1
DOI :
10.1109/ITW.2004.1405303